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首页> 外文期刊>International journal of computer games technology >Dynamic Projection Mapping with a Single IR Camera
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Dynamic Projection Mapping with a Single IR Camera

机译:使用单个红外摄像机进行动态投影映射

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摘要

We propose a dynamic projection mapping system with effective machine-learning and high-speed edge-based object tracking using a single IR camera. The machine-learning techniques are used for precise 3D initial posture estimation from 2D IR images, as a detection process. After the detection, we apply an edge-based tracking process for real-time image projection. In this paper, we implement our proposal and actually achieve dynamic projection mapping. In addition, we evaluate the performance of our proposal through the comparison with a Kinect-based tracking system.
机译:我们提出了一种动态投影映射系统,该系统具有有效的机器学习功能,并且可以使用单个红外摄像机进行基于边缘的高速对象跟踪。机器学习技术用于从2D IR图像进行精确的3D初始姿势估计,作为检测过程。检测后,我们将基于边缘的跟踪过程应用于实时图像投影。在本文中,我们实现了我们的建议并实际实现了动态投影映射。此外,我们通过与基于Kinect的跟踪系统进行比较来评估提案的效果。

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  • 来源
    《International journal of computer games technology》 |2017年第2017期|4936285.1-4936285.10|共10页
  • 作者单位

    School of Informatics and Engineering, The University of Electro-Communications, W9-603,1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan;

    School of Informatics and Engineering, The University of Electro-Communications, W9-603,1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan;

    School of Informatics and Engineering, The University of Electro-Communications, W9-603,1-5-1 Chofugaoka, Chofu, Tokyo 182-8585, Japan;

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